my_awesome_asr_mind_model

aalniak/my_awesome_asr_mind_model

my_awesome_asr_mind_model is a automatic speech recognition model from aalniak. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Automatic Speech Recognition
Library: transformers
License: apache-2.0
Model type: wav2vec2
Access: Public
Created: Dec 10, 2023
Updated: Dec 10, 2023
SHA: c1474b34

Base models

facebook/wav2vec2-base

Model card

From the Hugging Face model README

my_awesome_asr_mind_model

This model is a fine-tuned version of facebook/wav2vec2-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 7.9395
Wer: 1.0

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0001
train_batch_size: 2
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
No log	0.17	2	9.0543	1.0
No log	0.33	4	8.9431	1.0
No log	0.5	6	9.4171	1.0
No log	0.67	8	8.0264	1.0
No log	0.83	10	7.9395	1.0

Framework versions

Transformers 4.35.2
Pytorch 2.1.1+cpu
Datasets 2.15.0
Tokenizers 0.15.0

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
License: apache-2.0
Created: Dec 10, 2023
Updated: Dec 10, 2023